Shivam Patel

f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization

Training and deploying machine learning models that meet fairness criteria for protected groups are fundamental in modern artificial intelligence. While numerous constraints and regularization terms have been proposed in the literature to promote fairness in machine learning tasks, most of these ap…